How can I report the coefficients of my regression in a way they have a reasonable scale?

35 views Asked by At

I am running an OLS regression in R studio but my variables have different scales. For example variables such as my dependent variable is the log return of a stock index(too small) and my covid and vaccination variables are too big. Is there any way I can report my results in a more readable form, I mean avoiding all those e- values.

Coefficients:
                     Estimate Std. Error t value Pr(>|t|)    
(Intercept)        -9.424e-05  3.076e-04  -0.306 0.759413    
DummyFinancial     -1.604e-03  9.691e-04  -1.655 0.098554 .  
DummyLock           9.241e-04  1.030e-03   0.898 0.369870    
DummyHousehold      3.465e-03  9.327e-04   3.715 0.000227 ***
DummyTravel        -3.430e-03  1.245e-03  -2.755 0.006084 ** 
DummyHealth        -8.503e-05  8.198e-04  -0.104 0.917433    
Covid.Cases        -1.080e-07  1.079e-07  -1.001 0.317370    
Deaths              2.348e-05  4.823e-05   0.487 0.626697    
Hospitalizations    4.646e-06  1.410e-05   0.329 0.741987    
Vaccination         3.089e-08  2.175e-08   1.420 0.156235    
stringency          1.707e-04  1.361e-04   1.254 0.210337    
STOXX50E            4.687e-01  8.725e-02   5.372 1.21e-07 ***
GDAXI               6.040e-02  8.517e-02   0.709 0.478556    
EXRUSA              1.806e-01  9.939e-02   1.817 0.069776 .  
EXREU               1.322e-01  1.292e-01   1.023 0.306742    
Volatility.Germany -1.779e-02  5.370e-03  -3.313 0.000994 ***

I tried to standardize my variables with the Z-score, but as soon as I did it my constant become as follows:

**(Intercept)         4.3181e-16  1.9641e-02  0.0000 1.000000**  
0

There are 0 answers